Enhanced prediction of ionic liquid toxicity using a meta-ensemble learning framework with data augmentation

Ionic liquids are unique in their properties and potential to be green solvents. Still, the toxicity concern remains, compelling the need for excellent predictive models for safe design and application. This work reports the introduction of a general, robust meta-ensemble learning framework for pred...

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Bibliographic Details
Main Authors: Safa Sadaghiyanfam, Hiqmet Kamberaj, Yalcin Isler
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Artificial Intelligence Chemistry
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Online Access:http://www.sciencedirect.com/science/article/pii/S2949747725000041
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